CAS: A Causal Attribution Score for Local and Global Explainable Artificial Intelligence

Michael Georgiades, Charalambia Varnava

Predictive explanation methods attribute a model output; they do not, by themselves, attribute an intervention effect on the real-world outcome. We introduce the Causal Attribution…